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mohsen-kalantar's Projects

pypsa icon pypsa

PyPSA: Python for Power System Analysis

pypsa-eur-sec icon pypsa-eur-sec

PyPSA-Eur-Sec: A Sector-Coupled Open Optimisation Model of the European Energy System

pywr icon pywr

Pywr is a generalised network resource allocation model written in Python.

time-series-forecasting-using-cntk icon time-series-forecasting-using-cntk

The code to accompany “Time-series-forecasting-using-CNTK” tutorial on <a href="https://gallery.cortanaintelligence.com">Cortana Intelligence Gallery </a>.

time_series icon time_series

Data package: time series of load, wind and solar generation

tutorials icon tutorials

Jupyter Notebooks and other material from tutorial sessions on Machine Learning, Data Science, and related

vmls-companions icon vmls-companions

These are companion notebooks written in Julia and Python for: "Introduction to Applied Linear Algebra" by Boyd and Vandenberghe.

weeklyforecasting icon weeklyforecasting

This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model uses the forecasts of 4 sub-models: TBATS, Theta, Dynamic Harmonic Regression ARIMA and a global Recurrent Neural Network (RNN), and optimally combine them using lasso regression.

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